Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support: Third International Workshop, DLMIA 2017, and 7th ... (Lecture Notes in Computer Science)
暫譯: 醫學影像分析中的深度學習與臨床決策支持的多模態學習:第三屆國際研討會 DLMIA 2017 及第七屆...(計算機科學講義)

  • 出版商: Springer
  • 出版日期: 2017-09-09
  • 售價: $2,990
  • 貴賓價: 9.5$2,841
  • 語言: 英文
  • 頁數: 408
  • 裝訂: Paperback
  • ISBN: 3319675575
  • ISBN-13: 9783319675572
  • 相關分類: DeepLearningComputer-Science
  • 海外代購書籍(需單獨結帳)

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商品描述

This book constitutes the refereed joint proceedings of the Third International Workshop on Deep Learning in Medical Image Analysis, DLMIA 2017, and the 6th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Québec City, QC, Canada, in September 2017.

The 38 full papers presented at DLMIA 2017 and the 5 full papers presented at ML-CDS 2017 were carefully reviewed and selected. The DLMIA papers focus on the design and use of deep learning methods in medical imaging. The ML-CDS papers discuss new techniques of multimodal mining/retrieval and their use in clinical decision support.

商品描述(中文翻譯)

本書是第三屆國際醫學影像分析深度學習研討會(DLMIA 2017)和第六屆臨床決策支持多模態學習研討會(ML-CDS 2017)的經過審核的聯合會議論文集,這兩個研討會於2017年9月在加拿大魁北克市舉行,並與第20屆國際醫學影像與電腦輔助介入會議(MICCAI 2017)同時舉辦。

在DLMIA 2017上發表的38篇完整論文和在ML-CDS 2017上發表的5篇完整論文經過仔細審核和選擇。DLMIA的論文專注於醫學影像中深度學習方法的設計和應用。ML-CDS的論文則討論了多模態挖掘/檢索的新技術及其在臨床決策支持中的應用。

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